# Copyright 2022 Huawei Technologies Co., Ltd
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ============================================================================
"""MindSpore golden stick UniPruning module."""


from .model_utils import (
    get_model_size,
    get_layer_type,
    save_model_and_mask,
    load_model,
    find_ms_cell
)
from .importance_criteria import (
    get_medians,
    get_channel_importances,
    choose_channel_group_to_zero
)
from .mask import (
    get_mask,
    get_expanded_mask,
    do_mask
)
from .prune import (
    update_channel_out,
    prune_net
)
